--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of manchester/マンチェスター/曼彻斯特 (Azur Lane) This is the dataset of manchester/マンチェスター/曼彻斯特 (Azur Lane), containing 29 images and their tags. The core tags of this character are `breasts, bangs, large_breasts, grey_hair, green_eyes, hair_bun, maid_headdress, short_hair, hat, nurse_cap, symbol-shaped_pupils`, which are pruned in this dataset. Images are crawled from many sites (e.g. danbooru, pixiv, zerochan ...), the auto-crawling system is powered by [DeepGHS Team](https://github.com/deepghs)([huggingface organization](https://huggingface.co/deepghs)). ## List of Packages | Name | Images | Size | Download | Type | Description | |:-----------------|---------:|:----------|:---------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------| | raw | 29 | 58.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/manchester_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 29 | 25.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/manchester_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 74 | 60.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/manchester_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 29 | 47.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/manchester_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 74 | 98.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/manchester_azurlane/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | ### Load Raw Dataset with Waifuc We provide raw dataset (including tagged images) for [waifuc](https://deepghs.github.io/waifuc/main/tutorials/installation/index.html) loading. If you need this, just run the following code ```python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource # download raw archive file zip_file = hf_hub_download( repo_id='CyberHarem/manchester_azurlane', repo_type='dataset', filename='dataset-raw.zip', ) # extract files to your directory dataset_dir = 'dataset_dir' os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, 'r') as zf: zf.extractall(dataset_dir) # load the dataset with waifuc source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta['filename'], item.meta['tags']) ``` ## List of Clusters List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | Tags | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | 0 | 14 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | 1girl, looking_at_viewer, navel, solo, black_bikini, blush, smile, collarbone, cleavage, open_mouth, twintails, aqua_eyes, maid_bikini, bare_shoulders, black_choker, frilled_bikini, outdoors, sitting, twin_braids, wrist_cuffs, bridal_garter, closed_mouth, nipples, side-tie_bikini_bottom, x_hair_ornament | | 1 | 10 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | 1girl, looking_at_viewer, solo, white_gloves, blush, nurse, short_sleeves, shrug_(clothing), white_thighhighs, bra, demon_wings, holding_syringe, demon_tail, heart-shaped_pupils, navel, open_mouth, simple_background, sitting, smile, white_skirt, garter_straps, medium_breasts, single_hair_bun, white_background | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | navel | solo | black_bikini | blush | smile | collarbone | cleavage | open_mouth | twintails | aqua_eyes | maid_bikini | bare_shoulders | black_choker | frilled_bikini | outdoors | sitting | twin_braids | wrist_cuffs | bridal_garter | closed_mouth | nipples | side-tie_bikini_bottom | x_hair_ornament | white_gloves | nurse | short_sleeves | shrug_(clothing) | white_thighhighs | bra | demon_wings | holding_syringe | demon_tail | heart-shaped_pupils | simple_background | white_skirt | garter_straps | medium_breasts | single_hair_bun | white_background | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:--------|:-------|:---------------|:--------|:--------|:-------------|:-----------|:-------------|:------------|:------------|:--------------|:-----------------|:---------------|:-----------------|:-----------|:----------|:--------------|:--------------|:----------------|:---------------|:----------|:-------------------------|:------------------|:---------------|:--------|:----------------|:-------------------|:-------------------|:------|:--------------|:------------------|:-------------|:----------------------|:--------------------|:--------------|:----------------|:-----------------|:------------------|:-------------------| | 0 | 14 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | 1 | 10 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | X | X | X | X | | X | X | | | X | | | | | | | | X | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X |